Applications of time-series generative models and inference techniques

<p>In this dissertation, we apply deep generative modelling, amortised inference and reinforcement learning methods to real-world, practical phenomenon, and we ask if these techniques can be used to predict complex system dynamics, model biologically plausible behaviour, and guide decision mak...

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书目详细资料
主要作者:	Teng, M
其他作者:	Wood, F
格式:	Thesis
语言:	English
出版:	2022
主题:	Decision making Machine learning Reinforcement learning Time-series analysis Inference Deep learning (Machine learning)

Applications of time-series generative models and inference techniques

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